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62 std::vector<std::vector<std::vector<std::vector<double>>>>
layerWeight;
std::vector< double > inputUpperBound
Definition: AnnProperties.h:85
std::vector< std::vector< double > > biasWeight
Definition: AnnProperties.h:73
bool scaledInput
Definition: AnnProperties.h:63
struct containing all information regarding the structure of a feedforward neural network
Definition: AnnProperties.h:55
struct containing all information regarding the structure of a feedforward neural network
Definition: AnnProperties.h:96
ACTIVATION_FUNCTION
Enum for representing the available types of scaler parameters.
Definition: AnnProperties.h:43
@ TANH
Definition: AnnProperties.h:45
std::shared_ptr< ScalerData > inputScalerData
Definition: AnnProperties.h:99
@ RELU
Definition: AnnProperties.h:46
std::vector< int > biasConnect
Definition: AnnProperties.h:60
std::vector< std::vector< int > > layerConnect
Definition: AnnProperties.h:62
Abstract class from which specific model data object can be derived and enabling polymorphism.
Definition: modelData.h:22
@ PURE_LIN
Definition: AnnProperties.h:44
std::shared_ptr< ScalerData > outputScalerData
Definition: AnnProperties.h:100
std::vector< double > outputDenormalizationFactor
Definition: AnnProperties.h:86
std::vector< double > inputLowerBound
Definition: AnnProperties.h:84
std::vector< int > layerSize
Definition: AnnProperties.h:58
std::vector< std::vector< std::vector< std::vector< double > > > > layerWeight
Definition: AnnProperties.h:75
std::vector< int > inputConnect
Definition: AnnProperties.h:61
std::vector< ACTIVATION_FUNCTION > activationFunction
Definition: AnnProperties.h:59
std::vector< std::vector< std::vector< double > > > inputWeight
Definition: AnnProperties.h:74
bool normalizedOutput
Definition: AnnProperties.h:64
std::vector< double > outputDenormalizationOffset
Definition: AnnProperties.h:87
int numLayers
Definition: AnnProperties.h:56
struct containing the parameters required for input normalization and output denormalization of a fee...
Definition: AnnProperties.h:83
struct containing the different weights of a feedforward neural network
Definition: AnnProperties.h:72
@ RELU6
Definition: AnnProperties.h:47
AnnStructure structure
Definition: AnnProperties.h:97
AnnWeights weights
Definition: AnnProperties.h:98
int inputSize
Definition: AnnProperties.h:57